Table 3 Performance of random forest virtual screening on serial environment
From: GPURFSCREEN: a GPU based virtual screening tool using random forest classifier
Dataset | Recall | Precision | F-score | ROC area | Accuracy |
|---|---|---|---|---|---|
AID 1332 | 0.68 | 0.5 | 0.58 | 0.73 | 0.89 |
AID 492952 | 0.68 | 0.87 | 0.76 | 0.65 | 0.68 |
AID 651616 | 0.77 | 0.95 | 0.85 | 0.49 | 0.74 |
AID 2330 | 0.58 | 0.37 | 0.45 | 0.67 | 0.93 |
AID 893 | 0.73 | 0.49 | 0.59 | 0.74 | 0.94 |
AID 778 | 0.49 | 0.34 | 0.40 | 0.62 | 0.78 |